Codebook for EA Survey, 2017

#eval=params$runcodebooks

codebook(eas_17, survey_repetition = "single", metadata_table = TRUE) #Gerhard: this could also create an html; or make this as a separate markdown. It takes a long time to run... so maybe don't do it here

Metadata

Description

Dataset name: eas_17

The dataset has N=2521 rows and 220 columns. 0 rows have no missing values on any column.

Metadata for search engines

• Date published: 2021-03-12

x id referrer_url heard_ea is_ea is_ea_comment sincere cause_import_animal_welfare cause_import_cause_prioritization cause_import_environmentalism cause_import_ai cause_import_non_ai_far_future cause_import_poverty cause_import_rationality cause_import_politics cause_import_meta movement_animal_rights movement_environmentalist movement_feminist movement_LGBTQ movement_rationalist movement_transhumanist movement_skeptic first_heard_EA first_heard_ea_comment first_heard_EA_which_book_blog involved_TLYCS involved_local_EA involved_lesswrong involved_givewell involved_online_ea involved_personal_contact involved_80K involved_GWWC involved_ea_global involved_book_blog involved_swiss involved_other which_year_EA member_ea_fb member_ea_forum member_gwwc member_lw member_tlycs member_local_group member_other would_attend_local_group attend_local_group_comment ea_donate ea_volunteer ea_career confident_future_ea_personal confident_future_ea_movement ea_volunteer_hours ea_paid_hours would_like_more_involvement ea_nps currency_donate_1 currency_donate_2 income_2015_household income_2015_individual donate_2015 income_2016_household income_2016_individual donate_2016 donate_lifetime donate_RC_2015 donate_RC_2016 donate_80K_2015 donate_80K_2016 donate_amf_2015 donate_amf_2016 donate_ace_2015 donate_ace_2016 donate_cfar_2015 donate_cfar_2016 donate_cea_2015 donate_cea_2016 donate_cs_2015 donate_cs_2016 donate_dtw_2015 donate_dtw_2016 donate_ef_2015 donate_ef_2016 donate_end_2015 donate_end_2016 donate_faunalytics_2015 donate_faunalytics_2016 donate_fri_2015 donate_fri_2016 donate_fhi_2015 donate_fhi_2016 donate_gd_2015 donate_gd_2016 donate_gw_2015 donate_gw_2016 donate_gf_2015 donate_gf_2016 donate_miri_2015 donate_miri_2016 donate_mc_2015 donate_mc_2016 donate_mfa_2015 donate_mfa_2016 donate_sci_2015 donate_sci_2016 donate_sightsavers_2015 donate_sightsavers_2016 donate_sp_2015 donate_sp_2016 donate_thl_2015 donate_thl_2016 donate_tlycs_2015 donate_tlycs_2016 plan_donate_how_much took_last_year student employment_status field education studied_cs studied_econ studied_engineering studied_maths studied_medicine studied_psych studied_phil studied_physics studied_humanities studied_social_science studied_other_science ea_career_type ea_career_comment birth_year gender country city politics religion veg race_white race_black race_hispanic race_asian referrer_self_report referrer_comment improve_survey_comment ea_opportunity_or_obligation topic_ea moral_philosophy metaethics act_now_or_later potential_ea_friends ea_social ea_welcoming ea_welcoming_comment insecurity insecurity_comment action_fundraiser action_legacy action_telling_friends action_ea_newsletter ea_org_comment ea_id currency donate_2015_c donate_2016_c donate_lifetime_c donate_RC_2015_c donate_RC_2016_c donate_80K_2015_c donate_80K_2016_c donate_amf_2015_c donate_amf_2016_c donate_ace_2015_c donate_ace_2016_c donate_cfar_2015_c donate_cfar_2016_c donate_cea_2015_c donate_cea_2016_c donate_cs_2015_c donate_cs_2016_c donate_dtw_2015_c donate_dtw_2016_c donate_ef_2015_c donate_ef_2016_c donate_end_2015_c donate_end_2016_c donate_faunalytics_2015_c donate_faunalytics_2016_c donate_fri_2015_c donate_fri_2016_c donate_fhi_2015_c donate_fhi_2016_c donate_gd_2015_c donate_gd_2016_c donate_gw_2015_c donate_gw_2016_c donate_gf_2015_c donate_gf_2016_c donate_miri_2015_c donate_miri_2016_c donate_mc_2015_c donate_mc_2016_c donate_mfa_2015_c donate_mfa_2016_c donate_sci_2015_c donate_sci_2016_c donate_sightsavers_2015_c donate_sightsavers_2016_c donate_sp_2015_c donate_sp_2016_c donate_thl_2015_c donate_thl_2016_c donate_tlycs_2015_c donate_tlycs_2016_c plan_donate_how_much_c income_2015_household_c income_2015_individual_c income_2016_household_c income_2016_individual_c

#Variables

id

Distribution

Distribution of values for id

4 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
id	character	4	1	2343	0	1	26	0	NA

referrer_url

Distribution

Distribution of values for referrer_url

1162 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
referrer_url	character	1162	0.54	154	0	55	326	0	NA

heard_ea

Distribution

Distribution of values for heard_ea

2 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
heard_ea	character	2	1	4	0	2	217	0	NA

is_ea

Distribution

Distribution of values for is_ea

371 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
is_ea	character	371	0.85	3	0	2	201	0	NA

is_ea_comment

Distribution

Distribution of values for is_ea_comment

2387 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
is_ea_comment	character	2387	0.05	134	0	9	1605	0	NA

sincere

Distribution

Distribution of values for sincere

343 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
sincere	character	343	0.86	5	0	9	58	0	NA

cause_import_animal_welfare

Distribution

Distribution of values for cause_import_animal_welfare

806 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_animal_welfare	character	806	0.68	7	0	25	77	0	NA

cause_import_cause_prioritization

Distribution

Distribution of values for cause_import_cause_prioritization

846 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_cause_prioritization	character	846	0.66	7	0	25	77	0	NA

cause_import_environmentalism

Distribution

Distribution of values for cause_import_environmentalism

829 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_environmentalism	character	829	0.67	7	0	25	77	0	NA

cause_import_ai

Distribution

Distribution of values for cause_import_ai

810 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_ai	character	810	0.68	7	0	25	77	0	NA

cause_import_non_ai_far_future

Distribution

Distribution of values for cause_import_non_ai_far_future

815 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_non_ai_far_future	character	815	0.68	7	0	25	77	0	NA

cause_import_poverty

Distribution

Distribution of values for cause_import_poverty

812 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_poverty	character	812	0.68	7	0	25	77	0	NA

cause_import_rationality

Distribution

Distribution of values for cause_import_rationality

821 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_rationality	character	821	0.67	7	0	25	100	0	NA

cause_import_politics

Distribution

Distribution of values for cause_import_politics

807 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_politics	character	807	0.68	7	0	25	77	0	NA

cause_import_meta

Distribution

Distribution of values for cause_import_meta

817 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
cause_import_meta	character	817	0.68	7	0	25	77	0	NA

movement_animal_rights

Distribution

Distribution of values for movement_animal_rights

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
movement_animal_rights	character	189	0.93	4	0	2	43	0	NA

movement_environmentalist

Distribution

Distribution of values for movement_environmentalist

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
movement_environmentalist	character	189	0.93	4	0	2	175	0	NA

movement_feminist

Distribution

Distribution of values for movement_feminist

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
movement_feminist	character	189	0.93	4	0	2	153	0	NA

movement_LGBTQ

Distribution

Distribution of values for movement_LGBTQ

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
movement_LGBTQ	character	189	0.93	4	0	2	148	0	NA

movement_rationalist

Distribution

Distribution of values for movement_rationalist

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
movement_rationalist	character	189	0.93	4	0	2	147	0	NA

movement_transhumanist

Distribution

Distribution of values for movement_transhumanist

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
movement_transhumanist	character	189	0.93	4	0	2	162	0	NA

movement_skeptic

Distribution

Distribution of values for movement_skeptic

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
movement_skeptic	character	189	0.93	4	0	2	164	0	NA

first_heard_EA

Distribution

Distribution of values for first_heard_EA

950 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
first_heard_EA	character	950	0.62	19	0	8	148	0	NA

first_heard_ea_comment

Distribution

Distribution of values for first_heard_ea_comment

2119 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
first_heard_ea_comment	character	2119	0.16	387	0	3	843	0	NA

first_heard_EA_which_book_blog

Distribution

Distribution of values for first_heard_EA_which_book_blog

2426 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
first_heard_EA_which_book_blog	character	2426	0.04	83	0	3	182	0	NA

involved_TLYCS

Distribution

Distribution of values for involved_TLYCS

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_TLYCS	character	189	0.93	4	0	2	144	0	NA

involved_local_EA

Distribution

Distribution of values for involved_local_EA

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_local_EA	character	189	0.93	4	0	2	55	0	NA

involved_lesswrong

Distribution

Distribution of values for involved_lesswrong

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_lesswrong	character	189	0.93	4	0	2	122	0	NA

involved_givewell

Distribution

Distribution of values for involved_givewell

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_givewell	character	189	0.93	4	0	2	111	0	NA

involved_online_ea

Distribution

Distribution of values for involved_online_ea

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_online_ea	character	189	0.93	4	0	2	127	0	NA

involved_personal_contact

Distribution

Distribution of values for involved_personal_contact

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_personal_contact	character	189	0.93	4	0	2	92	0	NA

involved_80K

Distribution

Distribution of values for involved_80K

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_80K	character	189	0.93	4	0	2	104	0	NA

involved_GWWC

Distribution

Distribution of values for involved_GWWC

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_GWWC	character	189	0.93	4	0	2	97	0	NA

involved_ea_global

Distribution

Distribution of values for involved_ea_global

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_ea_global	character	189	0.93	4	0	2	88	0	NA

involved_book_blog

Distribution

Distribution of values for involved_book_blog

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_book_blog	character	189	0.93	4	0	2	63	0	NA

involved_swiss

Distribution

Distribution of values for involved_swiss

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_swiss	character	189	0.93	4	0	2	73	0	NA

involved_other

Distribution

Distribution of values for involved_other

2327 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
involved_other	character	2327	0.08	166	0	1	252	0	NA

which_year_EA

Distribution

Distribution of values for which_year_EA

1102 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
which_year_EA	character	1102	0.56	11	0	4	91	0	NA

member_ea_fb

Distribution

Distribution of values for member_ea_fb

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_ea_fb	character	189	0.93	4	0	2	85	0	NA

member_ea_forum

Distribution

Distribution of values for member_ea_forum

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_ea_forum	character	189	0.93	4	0	2	84	0	NA

member_gwwc

Distribution

Distribution of values for member_gwwc

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_gwwc	character	189	0.93	4	0	2	67	0	NA

member_lw

Distribution

Distribution of values for member_lw

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_lw	character	189	0.93	4	0	2	77	0	NA

member_tlycs

Distribution

Distribution of values for member_tlycs

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_tlycs	character	189	0.93	4	0	2	119	0	NA

member_local_group

Distribution

Distribution of values for member_local_group

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_local_group	character	189	0.93	4	0	2	139	0	NA

member_other

Distribution

Distribution of values for member_other

2406 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
member_other	character	2406	0.05	98	0	3	130	0	NA

would_attend_local_group

Distribution

Distribution of values for would_attend_local_group

971 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
would_attend_local_group	character	971	0.61	6	0	2	118	0	NA

attend_local_group_comment

Distribution

Distribution of values for attend_local_group_comment

2316 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
attend_local_group_comment	character	2316	0.08	205	0	6	341	0	NA

ea_donate

Distribution

Distribution of values for ea_donate

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_donate	character	189	0.93	4	0	2	124	0	NA

ea_volunteer

Distribution

Distribution of values for ea_volunteer

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_volunteer	character	189	0.93	4	0	2	133	0	NA

ea_career

Distribution

Distribution of values for ea_career

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_career	character	189	0.93	4	0	2	114	0	NA

confident_future_ea_personal

Distribution

Distribution of values for confident_future_ea_personal

991 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
confident_future_ea_personal	character	991	0.61	11	0	8	55	0	NA

confident_future_ea_movement

Distribution

Distribution of values for confident_future_ea_movement

998 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
confident_future_ea_movement	character	998	0.6	11	0	8	98	0	NA

ea_volunteer_hours

Distribution

Distribution of values for ea_volunteer_hours

1019 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_volunteer_hours	character	1019	0.6	8	0	17	114	0	NA

ea_paid_hours

Distribution

Distribution of values for ea_paid_hours

1050 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_paid_hours	character	1050	0.58	10	0	1	49	0	NA

would_like_more_involvement

Distribution

Distribution of values for would_like_more_involvement

1005 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
would_like_more_involvement	character	1005	0.6	4	0	2	112	0	NA

ea_nps

Distribution

Distribution of values for ea_nps

1000 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_nps	character	1000	0.6	12	0	1	112	0	NA

currency_donate_1

Distribution

Distribution of values for currency_donate_1

1227 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
currency_donate_1	character	1227	0.51	13	0	5	74	0	NA

currency_donate_2

Distribution

Distribution of values for currency_donate_2

2436 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
currency_donate_2	character	2436	0.03	37	0	3	74	0	NA

income_2015_household

Distribution

Distribution of values for income_2015_household

1492 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
income_2015_household	character	1492	0.41	226	0	12	88	0	NA

income_2015_individual

Distribution

Distribution of values for income_2015_individual

1407 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
income_2015_individual	character	1407	0.44	240	0	12	88	0	NA

donate_2015

Distribution

Distribution of values for donate_2015

1402 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_2015	character	1402	0.44	206	0	12	87	0	NA

income_2016_household

Distribution

Distribution of values for income_2016_household

1453 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
income_2016_household	character	1453	0.42	275	0	12	87	0	NA

income_2016_individual

Distribution

Distribution of values for income_2016_individual

1409 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
income_2016_individual	character	1409	0.44	302	0	12	92	0	NA

donate_2016

Distribution

Distribution of values for donate_2016

1388 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_2016	character	1388	0.45	265	0	12	92	0	NA

donate_lifetime

Distribution

Distribution of values for donate_lifetime

1519 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_lifetime	character	1519	0.4	209	0	12	153	0	NA

donate_RC_2015

Distribution

Distribution of values for donate_RC_2015

2357 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_RC_2015	character	2357	0.07	7	0	1	153	0	NA

donate_RC_2016

Distribution

Distribution of values for donate_RC_2016

2354 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_RC_2016	character	2354	0.07	20	0	1	102	0	NA

donate_80K_2015

Distribution

Distribution of values for donate_80K_2015

2356 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_80K_2015	character	2356	0.07	11	0	1	102	0	NA

donate_80K_2016

Distribution

Distribution of values for donate_80K_2016

2350 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_80K_2016	character	2350	0.07	20	0	1	86	0	NA

donate_amf_2015

Distribution

Distribution of values for donate_amf_2015

2132 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_amf_2015	character	2132	0.15	90	0	1	86	0	NA

donate_amf_2016

Distribution

Distribution of values for donate_amf_2016

2037 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_amf_2016	character	2037	0.19	162	0	1	89	0	NA

donate_ace_2015

Distribution

Distribution of values for donate_ace_2015

2335 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ace_2015	character	2335	0.07	34	0	1	89	0	NA

donate_ace_2016

Distribution

Distribution of values for donate_ace_2016

2321 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ace_2016	character	2321	0.08	46	0	1	132	0	NA

donate_cfar_2015

Distribution

Distribution of values for donate_cfar_2015

2357 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cfar_2015	character	2357	0.07	13	0	1	132	0	NA

donate_cfar_2016

Distribution

Distribution of values for donate_cfar_2016

2350 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cfar_2016	character	2350	0.07	24	0	1	85	0	NA

donate_cea_2015

Distribution

Distribution of values for donate_cea_2015

2334 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cea_2015	character	2334	0.07	38	0	1	85	0	NA

donate_cea_2016

Distribution

Distribution of values for donate_cea_2016

2325 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cea_2016	character	2325	0.08	43	0	1	101	0	NA

donate_cs_2015

Distribution

Distribution of values for donate_cs_2015

2368 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cs_2015	character	2368	0.06	12	0	1	93	0	NA

donate_cs_2016

Distribution

Distribution of values for donate_cs_2016

2375 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_cs_2016	character	2375	0.06	13	0	1	90	0	NA

donate_dtw_2015

Distribution

Distribution of values for donate_dtw_2015

2335 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_dtw_2015	character	2335	0.07	34	0	1	90	0	NA

donate_dtw_2016

Distribution

Distribution of values for donate_dtw_2016

2326 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_dtw_2016	character	2326	0.08	46	0	1	87	0	NA

donate_ef_2015

Distribution

Distribution of values for donate_ef_2015

2362 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ef_2015	character	2362	0.06	16	0	1	87	0	NA

donate_ef_2016

Distribution

Distribution of values for donate_ef_2016

2354 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_ef_2016	character	2354	0.07	29	0	1	96	0	NA

donate_end_2015

Distribution

Distribution of values for donate_end_2015

2375 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_end_2015	character	2375	0.06	5	0	1	96	0	NA

donate_end_2016

Distribution

Distribution of values for donate_end_2016

2381 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_end_2016	character	2381	0.06	6	0	1	85	0	NA

donate_faunalytics_2015

Distribution

Distribution of values for donate_faunalytics_2015

2376 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_faunalytics_2015	character	2376	0.06	5	0	1	85	0	NA

donate_faunalytics_2016

Distribution

Distribution of values for donate_faunalytics_2016

2380 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_faunalytics_2016	character	2380	0.06	9	0	1	85	0	NA

donate_fri_2015

Distribution

Distribution of values for donate_fri_2015

2375 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_fri_2015	character	2375	0.06	5	0	1	85	0	NA

donate_fri_2016

Distribution

Distribution of values for donate_fri_2016

2379 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_fri_2016	character	2379	0.06	9	0	1	101	0	NA

donate_fhi_2015

Distribution

Distribution of values for donate_fhi_2015

2376 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_fhi_2015	character	2376	0.06	6	0	1	101	0	NA

donate_fhi_2016

Distribution

Distribution of values for donate_fhi_2016

2371 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_fhi_2016	character	2371	0.06	14	0	1	83	0	NA

donate_gd_2015

Distribution

Distribution of values for donate_gd_2015

2323 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gd_2015	character	2323	0.08	45	0	1	153	0	NA

donate_gd_2016

Distribution

Distribution of values for donate_gd_2016

2266 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gd_2016	character	2266	0.1	74	0	1	151	0	NA

donate_gw_2015

Distribution

Distribution of values for donate_gw_2015

2325 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gw_2015	character	2325	0.08	33	0	1	154	0	NA

donate_gw_2016

Distribution

Distribution of values for donate_gw_2016

2313 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gw_2016	character	2313	0.08	49	0	1	153	0	NA

donate_gf_2015

Distribution

Distribution of values for donate_gf_2015

2377 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gf_2015	character	2377	0.06	6	0	1	151	0	NA

donate_gf_2016

Distribution

Distribution of values for donate_gf_2016

2356 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_gf_2016	character	2356	0.07	29	0	1	154	0	NA

donate_miri_2015

Distribution

Distribution of values for donate_miri_2015

2347 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_miri_2015	character	2347	0.07	29	0	1	153	0	NA

donate_miri_2016

Distribution

Distribution of values for donate_miri_2016

2321 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_miri_2016	character	2321	0.08	46	0	1	151	0	NA

donate_mc_2015

Distribution

Distribution of values for donate_mc_2015

2380 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_mc_2015	character	2380	0.06	4	0	1	154	0	NA

donate_mc_2016

Distribution

Distribution of values for donate_mc_2016

2380 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_mc_2016	character	2380	0.06	10	0	1	153	0	NA

donate_mfa_2015

Distribution

Distribution of values for donate_mfa_2015

2353 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_mfa_2015	character	2353	0.07	26	0	1	151	0	NA

donate_mfa_2016

Distribution

Distribution of values for donate_mfa_2016

2337 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_mfa_2016	character	2337	0.07	44	0	1	154	0	NA

donate_sci_2015

Distribution

Distribution of values for donate_sci_2015

2327 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_sci_2015	character	2327	0.08	50	0	1	153	0	NA

donate_sci_2016

Distribution

Distribution of values for donate_sci_2016

2287 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_sci_2016	character	2287	0.09	67	0	1	151	0	NA

donate_sightsavers_2015

Distribution

Distribution of values for donate_sightsavers_2015

2381 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_sightsavers_2015	character	2381	0.06	5	0	1	154	0	NA

donate_sightsavers_2016

Distribution

Distribution of values for donate_sightsavers_2016

2386 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_sightsavers_2016	character	2386	0.05	6	0	1	153	0	NA

donate_sp_2015

Distribution

Distribution of values for donate_sp_2015

2380 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_sp_2015	character	2380	0.06	5	0	1	151	0	NA

donate_sp_2016

Distribution

Distribution of values for donate_sp_2016

2381 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_sp_2016	character	2381	0.06	10	0	1	154	0	NA

donate_thl_2015

Distribution

Distribution of values for donate_thl_2015

2354 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_thl_2015	character	2354	0.07	24	0	1	153	0	NA

donate_thl_2016

Distribution

Distribution of values for donate_thl_2016

2342 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_thl_2016	character	2342	0.07	39	0	1	151	0	NA

donate_tlycs_2015

Distribution

Distribution of values for donate_tlycs_2015

2383 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_tlycs_2015	character	2383	0.05	4	0	1	154	0	NA

donate_tlycs_2016

Distribution

Distribution of values for donate_tlycs_2016

2383 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
donate_tlycs_2016	character	2383	0.05	11	0	1	153	0	NA

plan_donate_how_much

Distribution

Distribution of values for plan_donate_how_much

1545 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
plan_donate_how_much	character	1545	0.39	552	0	1	245	0	NA

took_last_year

Distribution

Distribution of values for took_last_year

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
took_last_year	character	189	0.93	4	0	2	57	0	NA

student

Distribution

Distribution of values for student

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
student	character	189	0.93	4	0	2	57	0	NA

employment_status

Distribution

Distribution of values for employment_status

1760 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
employment_status	character	1760	0.3	9	0	9	95	0	NA

field

Distribution

Distribution of values for field

1871 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
field	character	1871	0.26	27	0	3	57	0	NA

education

Distribution

Distribution of values for education

1331 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
education	character	1331	0.47	6	0	15	60	0	NA

studied_cs

Distribution

Distribution of values for studied_cs

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_cs	character	189	0.93	4	0	2	57	0	NA

studied_econ

Distribution

Distribution of values for studied_econ

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_econ	character	189	0.93	4	0	2	57	0	NA

studied_engineering

Distribution

Distribution of values for studied_engineering

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_engineering	character	189	0.93	4	0	2	57	0	NA

studied_maths

Distribution

Distribution of values for studied_maths

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_maths	character	189	0.93	4	0	2	57	0	NA

studied_medicine

Distribution

Distribution of values for studied_medicine

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_medicine	character	189	0.93	4	0	2	57	0	NA

studied_psych

Distribution

Distribution of values for studied_psych

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_psych	character	189	0.93	4	0	2	57	0	NA

studied_phil

Distribution

Distribution of values for studied_phil

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_phil	character	189	0.93	4	0	2	57	0	NA

studied_physics

Distribution

Distribution of values for studied_physics

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_physics	character	189	0.93	4	0	2	65	0	NA

studied_humanities

Distribution

Distribution of values for studied_humanities

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_humanities	character	189	0.93	4	0	2	60	0	NA

studied_social_science

Distribution

Distribution of values for studied_social_science

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_social_science	character	189	0.93	4	0	2	132	0	NA

studied_other_science

Distribution

Distribution of values for studied_other_science

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
studied_other_science	character	189	0.93	4	0	2	14	0	NA

ea_career_type

Distribution

Distribution of values for ea_career_type

1378 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_career_type	character	1378	0.45	5	0	8	30	0	NA

ea_career_comment

Distribution

Distribution of values for ea_career_comment

2321 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_career_comment	character	2321	0.08	200	0	3	591	0	NA

birth_year

Distribution

Distribution of values for birth_year

1381 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
birth_year	character	1381	0.45	64	0	4	43	0	NA

gender

Distribution

Distribution of values for gender

1334 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
gender	character	1334	0.47	5	0	4	58	0	NA

country

Distribution

Distribution of values for country

1268 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
country	character	1268	0.5	59	0	2	87	0	NA

city

Distribution

Distribution of values for city

1418 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
city	character	1418	0.44	497	0	2	86	0	NA

politics

Distribution

Distribution of values for politics

1361 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
politics	character	1361	0.46	9	0	4	94	0	NA

religion

Distribution

Distribution of values for religion

1349 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
religion	character	1349	0.46	9	0	5	34	0	NA

veg

Distribution

Distribution of values for veg

1332 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
veg	character	1332	0.47	8	0	5	44	0	NA

race_white

Distribution

Distribution of values for race_white

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
race_white	character	189	0.93	4	0	2	92	0	NA

race_black

Distribution

Distribution of values for race_black

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
race_black	character	189	0.93	4	0	2	90	0	NA

race_hispanic

Distribution

Distribution of values for race_hispanic

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
race_hispanic	character	189	0.93	4	0	2	89	0	NA

race_asian

Distribution

Distribution of values for race_asian

189 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
race_asian	character	189	0.93	4	0	2	347	0	NA

referrer_self_report

Distribution

Distribution of values for referrer_self_report

1354 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
referrer_self_report	character	1354	0.46	12	0	6	59	0	NA

referrer_comment

Distribution

Distribution of values for referrer_comment

2159 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
referrer_comment	character	2159	0.14	180	0	3	168	0	NA

improve_survey_comment

Distribution

Distribution of values for improve_survey_comment

2310 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
improve_survey_comment	character	2310	0.08	211	0	3	1639	0	NA

ea_opportunity_or_obligation

Distribution

Distribution of values for ea_opportunity_or_obligation

1466 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_opportunity_or_obligation	character	1466	0.42	5	0	5	90	0	NA

topic_ea

Distribution

Distribution of values for topic_ea

1447 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
topic_ea	character	1447	0.43	5	0	7	53	0	NA

moral_philosophy

Distribution

Distribution of values for moral_philosophy

1492 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
moral_philosophy	character	1492	0.41	6	0	10	131	0	NA

metaethics

Distribution

Distribution of values for metaethics

1977 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
metaethics	character	1977	0.22	5	0	5	98	0	NA

act_now_or_later

Distribution

Distribution of values for act_now_or_later

1555 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
act_now_or_later	character	1555	0.38	4	0	5	66	0	NA

potential_ea_friends

Distribution

Distribution of values for potential_ea_friends

1503 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
potential_ea_friends	character	1503	0.4	7	0	1	179	0	NA

ea_social

Distribution

Distribution of values for ea_social

1499 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_social	character	1499	0.41	8	0	2	175	0	NA

ea_welcoming

Distribution

Distribution of values for ea_welcoming

1590 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_welcoming	character	1590	0.37	6	0	9	182	0	NA

ea_welcoming_comment

Distribution

Distribution of values for ea_welcoming_comment

2374 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_welcoming_comment	character	2374	0.06	147	0	3	905	0	NA

insecurity

Distribution

Distribution of values for insecurity

1560 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
insecurity	character	1560	0.38	3	0	2	169	0	NA

insecurity_comment

Distribution

Distribution of values for insecurity_comment

2378 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
insecurity_comment	character	2378	0.06	143	0	3	849	0	NA

action_fundraiser

Distribution

Distribution of values for action_fundraiser

1586 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
action_fundraiser	character	1586	0.37	4	0	14	87	0	NA

action_legacy

Distribution

Distribution of values for action_legacy

1573 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
action_legacy	character	1573	0.38	4	0	14	53	0	NA

action_telling_friends

Distribution

Distribution of values for action_telling_friends

1548 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
action_telling_friends	character	1548	0.39	4	0	10	26	0	NA

action_ea_newsletter

Distribution

Distribution of values for action_ea_newsletter

1554 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
action_ea_newsletter	character	1554	0.38	4	0	14	26	0	NA

ea_org_comment

Distribution

Distribution of values for ea_org_comment

2367 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_org_comment	character	2367	0.06	154	0	3	4692	0	NA

ea_id

Distribution

Distribution of values for ea_id

1684 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
ea_id	character	1684	0.33	830	0	32	32	0	NA

currency

Distribution

Distribution of values for currency

1244 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace	label
currency	character	1244	0.51	21	0	3	3	0	NA

donate_2015_c

Distribution

Distribution of values for donate_2015_c

1418 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_2015_c	numeric	1418	0.44	0	237	1303814	6270	52024	▇▁▁▁▁	NA

donate_2016_c

Distribution

Distribution of values for donate_2016_c

1407 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_2016_c	numeric	1407	0.44	0	634	2e+06	9102	72551	▇▁▁▁▁	NA

donate_lifetime_c

Distribution

Distribution of values for donate_lifetime_c

1532 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_lifetime_c	numeric	1532	0.39	0	2200	7822882	40675	345301	▇▁▁▁▁	NA

donate_RC_2015_c

Distribution

Distribution of values for donate_RC_2015_c

2362 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_RC_2015_c	numeric	2362	0.06	0	0	6000	48	492	▇▁▁▁▁	NA

donate_RC_2016_c

Distribution

Distribution of values for donate_RC_2016_c

2358 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_RC_2016_c	numeric	2358	0.06	0	0	20677	413	2379	▇▁▁▁▁	NA

donate_80K_2015_c

Distribution

Distribution of values for donate_80K_2015_c

2361 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_80K_2015_c	numeric	2361	0.06	0	0	40000	452	3447	▇▁▁▁▁	NA

donate_80K_2016_c

Distribution

Distribution of values for donate_80K_2016_c

2355 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_80K_2016_c	numeric	2355	0.07	0	0	26076	567	3073	▇▁▁▁▁	NA

donate_amf_2015_c

Distribution

Distribution of values for donate_amf_2015_c

2139 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_amf_2015_c	numeric	2139	0.15	0	130	116135	2576	10029	▇▁▁▁▁	NA

donate_amf_2016_c

Distribution

Distribution of values for donate_amf_2016_c

2047 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_amf_2016_c	numeric	2047	0.19	0	300	103001	2899	9420	▇▁▁▁▁	NA

donate_ace_2015_c

Distribution

Distribution of values for donate_ace_2015_c

2339 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ace_2015_c	numeric	2339	0.07	0	0	22500	442	2117	▇▁▁▁▁	NA

donate_ace_2016_c

Distribution

Distribution of values for donate_ace_2016_c

2325 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ace_2016_c	numeric	2325	0.08	0	0	36000	466	2757	▇▁▁▁▁	NA

donate_cfar_2015_c

Distribution

Distribution of values for donate_cfar_2015_c

2361 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cfar_2015_c	numeric	2361	0.06	0	0	1956	28	177	▇▁▁▁▁	NA

donate_cfar_2016_c

Distribution

Distribution of values for donate_cfar_2016_c

2354 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cfar_2016_c	numeric	2354	0.07	0	0	75000	1153	8382	▇▁▁▁▁	NA

donate_cea_2015_c

Distribution

Distribution of values for donate_cea_2015_c

2339 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cea_2015_c	numeric	2339	0.07	0	0	80000	2561	11529	▇▁▁▁▁	NA

donate_cea_2016_c

Distribution

Distribution of values for donate_cea_2016_c

2330 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cea_2016_c	numeric	2330	0.08	0	0	80000	1457	7328	▇▁▁▁▁	NA

donate_cs_2015_c

Distribution

Distribution of values for donate_cs_2015_c

2372 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cs_2015_c	numeric	2372	0.06	0	0	97786	856	8259	▇▁▁▁▁	NA

donate_cs_2016_c

Distribution

Distribution of values for donate_cs_2016_c

2379 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_cs_2016_c	numeric	2379	0.06	0	0	32595	297	2780	▇▁▁▁▁	NA

donate_dtw_2015_c

Distribution

Distribution of values for donate_dtw_2015_c

2339 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_dtw_2015_c	numeric	2339	0.07	0	0	4500	188	582	▇▁▁▁▁	NA

donate_dtw_2016_c

Distribution

Distribution of values for donate_dtw_2016_c

2331 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_dtw_2016_c	numeric	2331	0.08	0	0	25000	476	2476	▇▁▁▁▁	NA

donate_ef_2015_c

Distribution

Distribution of values for donate_ef_2015_c

2366 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ef_2015_c	numeric	2366	0.06	0	0	22500	341	2464	▇▁▁▁▁	NA

donate_ef_2016_c

Distribution

Distribution of values for donate_ef_2016_c

2358 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_ef_2016_c	numeric	2358	0.06	0	0	17732	560	2601	▇▁▁▁▁	NA

donate_end_2015_c

Distribution

Distribution of values for donate_end_2015_c

2379 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_end_2015_c	numeric	2379	0.06	0	0	13	0.09	1.1	▇▁▁▁▁	NA

donate_end_2016_c

Distribution

Distribution of values for donate_end_2016_c

2385 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_end_2016_c	numeric	2385	0.05	0	0	26	0.19	2.2	▇▁▁▁▁	NA

donate_faunalytics_2015_c

Distribution

Distribution of values for donate_faunalytics_2015_c

2380 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_faunalytics_2015_c	numeric	2380	0.06	0	0	100	0.71	8.4	▇▁▁▁▁	NA

donate_faunalytics_2016_c

Distribution

Distribution of values for donate_faunalytics_2016_c

2384 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_faunalytics_2016_c	numeric	2384	0.05	0	0	1000	14	100	▇▁▁▁▁	NA

donate_fri_2015_c

Distribution

Distribution of values for donate_fri_2015_c

2379 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_fri_2015_c	numeric	2379	0.06	0	0	589	7.7	65	▇▁▁▁▁	NA

donate_fri_2016_c

Distribution

Distribution of values for donate_fri_2016_c

2383 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_fri_2016_c	numeric	2383	0.05	0	0	1112	17	128	▇▁▁▁▁	NA

donate_fhi_2015_c

Distribution

Distribution of values for donate_fhi_2015_c

2380 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_fhi_2015_c	numeric	2380	0.06	0	0	19557	139	1647	▇▁▁▁▁	NA

donate_fhi_2016_c

Distribution

Distribution of values for donate_fhi_2016_c

2375 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_fhi_2016_c	numeric	2375	0.06	0	0	120000	918	9972	▇▁▁▁▁	NA

donate_gd_2015_c

Distribution

Distribution of values for donate_gd_2015_c

2329 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gd_2015_c	numeric	2329	0.08	0	0	22000	526	2149	▇▁▁▁▁	NA

donate_gd_2016_c

Distribution

Distribution of values for donate_gd_2016_c

2273 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gd_2016_c	numeric	2273	0.1	0	39	50000	1140	4254	▇▁▁▁▁	NA

donate_gw_2015_c

Distribution

Distribution of values for donate_gw_2015_c

2329 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gw_2015_c	numeric	2329	0.08	0	0	800000	4752	57732	▇▁▁▁▁	NA

donate_gw_2016_c

Distribution

Distribution of values for donate_gw_2016_c

2318 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gw_2016_c	numeric	2318	0.08	0	0	1e+06	5643	70170	▇▁▁▁▁	NA

donate_gf_2015_c

Distribution

Distribution of values for donate_gf_2015_c

2381 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gf_2015_c	numeric	2381	0.06	0	0	2608	19	220	▇▁▁▁▁	NA

donate_gf_2016_c

Distribution

Distribution of values for donate_gf_2016_c

2360 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_gf_2016_c	numeric	2360	0.06	0	0	126417	1420	10741	▇▁▁▁▁	NA

donate_miri_2015_c

Distribution

Distribution of values for donate_miri_2015_c

2352 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_miri_2015_c	numeric	2352	0.07	0	0	42500	1170	5893	▇▁▁▁▁	NA

donate_miri_2016_c

Distribution

Distribution of values for donate_miri_2016_c

2326 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_miri_2016_c	numeric	2326	0.08	0	0	37500	1043	4244	▇▁▁▁▁	NA

donate_mc_2015_c

Distribution

Distribution of values for donate_mc_2015_c

2384 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_mc_2015_c	numeric	2384	0.05	0	0	0	0	0	▁▁▇▁▁	NA

donate_mc_2016_c

Distribution

Distribution of values for donate_mc_2016_c

2384 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_mc_2016_c	numeric	2384	0.05	0	0	5000	53	438	▇▁▁▁▁	NA

donate_mfa_2015_c

Distribution

Distribution of values for donate_mfa_2015_c

2357 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_mfa_2015_c	numeric	2357	0.07	0	0	23727	428	2085	▇▁▁▁▁	NA

donate_mfa_2016_c

Distribution

Distribution of values for donate_mfa_2016_c

2341 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_mfa_2016_c	numeric	2341	0.07	0	0	15818	502	1807	▇▁▁▁▁	NA

donate_sci_2015_c

Distribution

Distribution of values for donate_sci_2015_c

2331 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_sci_2015_c	numeric	2331	0.08	0	0	20000	372	1612	▇▁▁▁▁	NA

donate_sci_2016_c

Distribution

Distribution of values for donate_sci_2016_c

2292 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_sci_2016_c	numeric	2292	0.09	0	13	25000	700	2201	▇▁▁▁▁	NA

donate_sightsavers_2015_c

Distribution

Distribution of values for donate_sightsavers_2015_c

2385 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_sightsavers_2015_c	numeric	2385	0.05	0	0	78	0.58	6.7	▇▁▁▁▁	NA

donate_sightsavers_2016_c

Distribution

Distribution of values for donate_sightsavers_2016_c

2390 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_sightsavers_2016_c	numeric	2390	0.05	0	0	156	1.2	14	▇▁▁▁▁	NA

donate_sp_2015_c

Distribution

Distribution of values for donate_sp_2015_c

2384 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_sp_2015_c	numeric	2384	0.05	0	0	3084	23	264	▇▁▁▁▁	NA

donate_sp_2016_c

Distribution

Distribution of values for donate_sp_2016_c

2385 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_sp_2016_c	numeric	2385	0.05	0	0	40000	366	3465	▇▁▁▁▁	NA

donate_thl_2015_c

Distribution

Distribution of values for donate_thl_2015_c

2358 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_thl_2015_c	numeric	2358	0.06	0	0	15000	183	1230	▇▁▁▁▁	NA

donate_thl_2016_c

Distribution

Distribution of values for donate_thl_2016_c

2347 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_thl_2016_c	numeric	2347	0.07	0	0	15000	421	1719	▇▁▁▁▁	NA

donate_tlycs_2015_c

Distribution

Distribution of values for donate_tlycs_2015_c

2387 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_tlycs_2015_c	numeric	2387	0.05	0	0	0	0	0	▁▁▇▁▁	NA

donate_tlycs_2016_c

Distribution

Distribution of values for donate_tlycs_2016_c

2388 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
donate_tlycs_2016_c	numeric	2388	0.05	0	0	476	10	54	▇▁▁▁▁	NA

plan_donate_how_much_c

Distribution

Distribution of values for plan_donate_how_much_c

1638 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
plan_donate_how_much_c	numeric	1638	0.35	0	10	104305	1765	8687	▇▁▁▁▁	NA

income_2015_household_c

Distribution

Distribution of values for income_2015_household_c

1507 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
income_2015_household_c	numeric	1507	0.4	0	29988	6519068	75815	276704	▇▁▁▁▁	NA

income_2015_individual_c

Distribution

Distribution of values for income_2015_individual_c

1426 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
income_2015_individual_c	numeric	1426	0.43	0	19557	19000000	75196	629292	▇▁▁▁▁	NA

income_2016_household_c

Distribution

Distribution of values for income_2016_household_c

1467 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
income_2016_household_c	numeric	1467	0.42	0	38693	15000000	102056	548926	▇▁▁▁▁	NA

income_2016_individual_c

Distribution

Distribution of values for income_2016_individual_c

1427 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
income_2016_individual_c	numeric	1427	0.43	0	28000	15000000	83586	536530	▇▁▁▁▁	NA

Missingness report

description	heard_ea	id	movement_animal_rights	movement_environmentalist	movement_feminist	movement_LGBTQ	movement_rationalist	movement_transhumanist	movement_skeptic	involved_TLYCS	involved_local_EA	involved_lesswrong	involved_givewell	involved_online_ea	involved_personal_contact	involved_80K	involved_GWWC	involved_ea_global	involved_book_blog	involved_swiss	member_ea_fb	member_ea_forum	member_gwwc	member_lw	member_tlycs	member_local_group	ea_donate	ea_volunteer	ea_career	took_last_year	student	studied_cs	studied_econ	studied_engineering	studied_maths	studied_medicine	studied_psych	studied_phil	studied_physics	studied_humanities	studied_social_science	studied_other_science	race_white	race_black	race_hispanic	race_asian	sincere	is_ea	cause_import_animal_welfare	cause_import_politics	cause_import_ai	cause_import_poverty	cause_import_non_ai_far_future	cause_import_meta	cause_import_rationality	cause_import_environmentalism	cause_import_cause_prioritization	first_heard_EA	would_attend_local_group	confident_future_ea_personal	confident_future_ea_movement	ea_nps	would_like_more_involvement	ea_volunteer_hours	ea_paid_hours	which_year_EA	referrer_url	currency_donate_1	currency	country	education	veg	gender	religion	referrer_self_report	politics	ea_career_type	birth_year	donate_2016	donate_2015	income_2015_individual	donate_2016_c	income_2016_individual	city	donate_2015_c	income_2015_individual_c	income_2016_individual_c	topic_ea	income_2016_household	ea_opportunity_or_obligation	income_2016_household_c	income_2015_household	moral_philosophy	ea_social	potential_ea_friends	income_2015_household_c	donate_lifetime	donate_lifetime_c	plan_donate_how_much	action_telling_friends	action_ea_newsletter	act_now_or_later	insecurity	action_legacy	action_fundraiser	ea_welcoming	plan_donate_how_much_c	ea_id	employment_status	field	metaethics	donate_amf_2016	donate_amf_2016_c	first_heard_ea_comment	donate_amf_2015	donate_amf_2015_c	referrer_comment	donate_gd_2016	donate_gd_2016_c	donate_sci_2016	donate_sci_2016_c	improve_survey_comment	donate_gw_2016	attend_local_group_comment	donate_gw_2016_c	donate_ace_2016	donate_miri_2016	ea_career_comment	donate_gd_2015	donate_cea_2016	donate_gw_2015	donate_ace_2016_c	donate_dtw_2016	donate_miri_2016_c	involved_other	donate_sci_2015	donate_gd_2015_c	donate_gw_2015_c	donate_cea_2016_c	donate_dtw_2016_c	donate_sci_2015_c	donate_cea_2015	donate_ace_2015	donate_dtw_2015	donate_mfa_2016	donate_ace_2015_c	donate_cea_2015_c	donate_dtw_2015_c	donate_mfa_2016_c	donate_thl_2016	donate_miri_2015	donate_thl_2016_c	donate_80K_2016	donate_cfar_2016	donate_miri_2015_c	donate_mfa_2015	donate_RC_2016	donate_ef_2016	donate_thl_2015	donate_cfar_2016_c	donate_80K_2016_c	donate_80K_2015	donate_gf_2016	donate_RC_2015	donate_cfar_2015	donate_mfa_2015_c	donate_RC_2016_c	donate_ef_2016_c	donate_thl_2015_c	donate_gf_2016_c	donate_80K_2015_c	donate_cfar_2015_c	donate_ef_2015	donate_RC_2015_c	donate_ef_2015_c	ea_org_comment	donate_cs_2015	donate_fhi_2016	donate_cs_2015_c	ea_welcoming_comment	donate_cs_2016	donate_end_2015	donate_fri_2015	donate_fhi_2016_c	donate_faunalytics_2015	donate_fhi_2015	donate_gf_2015	insecurity_comment	donate_fri_2016	donate_cs_2016_c	donate_end_2015_c	donate_fri_2015_c	donate_faunalytics_2016	donate_mc_2015	donate_mc_2016	donate_sp_2015	donate_faunalytics_2015_c	donate_fhi_2015_c	donate_end_2016	donate_sightsavers_2015	donate_sp_2016	donate_gf_2015_c	donate_tlycs_2015	donate_tlycs_2016	donate_fri_2016_c	donate_faunalytics_2016_c	donate_mc_2015_c	donate_mc_2016_c	donate_sp_2015_c	donate_end_2016_c	donate_sightsavers_2015_c	donate_sp_2016_c	donate_sightsavers_2016	is_ea_comment	donate_tlycs_2015_c	donate_tlycs_2016_c	donate_sightsavers_2016_c	member_other	first_heard_EA_which_book_blog	currency_donate_2	var_miss	n_miss
Missing values per variable	2	4	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	189	343	371	806	807	810	812	815	817	821	829	846	950	971	991	998	1e+03	1.00e+03	1.02e+03	1.05e+03	1.1e+03	1.16e+03	1.23e+03	1.24e+03	1.27e+03	1.33e+03	1.33e+03	1.33e+03	1.35e+03	1.35e+03	1.36e+03	1.38e+03	1.38e+03	1.39e+03	1.4e+03	1.41e+03	1.41e+03	1.41e+03	1.42e+03	1.42e+03	1.43e+03	1.43e+03	1.45e+03	1.45e+03	1.47e+03	1.47e+03	1.49e+03	1.49e+03	1.5e+03	1.5e+03	1.51e+03	1.52e+03	1.53e+03	1.54e+03	1.55e+03	1.55e+03	1.56e+03	1.56e+03	1.57e+03	1.59e+03	1.59e+03	1.64e+03	1.68e+03	1.76e+03	1.87e+03	1.98e+03	2.04e+03	2.05e+03	2.12e+03	2.13e+03	2.14e+03	2.16e+03	2.27e+03	2.27e+03	2.29e+03	2.29e+03	2.31e+03	2.31e+03	2.32e+03	2.32e+03	2.32e+03	2.32e+03	2.32e+03	2.32e+03	2.32e+03	2.32e+03	2.32e+03	2.33e+03	2.33e+03	2.33e+03	2.33e+03	2.33e+03	2.33e+03	2.33e+03	2.33e+03	2.33e+03	2.33e+03	2.34e+03	2.34e+03	2.34e+03	2.34e+03	2.34e+03	2.34e+03	2.34e+03	2.34e+03	2.35e+03	2.35e+03	2.35e+03	2.35e+03	2.35e+03	2.35e+03	2.35e+03	2.35e+03	2.35e+03	2.35e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.36e+03	2.37e+03	2.37e+03	2.37e+03	2.37e+03	2.37e+03	2.37e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.38e+03	2.39e+03	2.39e+03	2.39e+03	2.39e+03	2.39e+03	2.41e+03	2.43e+03	2.44e+03	3.47e+05	3.47e+05
Missing values in 173 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	173	169
Missing values in 174 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	174	169
Missing values in 171 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	171	125
Missing values in 172 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	172	106
Missing values in 215 variables	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	215	67
Missing values in 162 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	162	65
Missing values in 163 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	163	63
Missing values in 154 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	154	54
Missing values in 153 variables	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	153	50
1498 other, less frequent patterns	1.5e+03	1.5e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.42e+03	1.5e+03	1.48e+03	1.39e+03	1.39e+03	1.39e+03	1.38e+03	1.38e+03	1.38e+03	1.38e+03	1.37e+03	1.36e+03	1.38e+03	1.37e+03	1.35e+03	1.34e+03	1.34e+03	1.34e+03	1.32e+03	1.29e+03	1.24e+03	796	1.26e+03	1.24e+03	1.23e+03	1.18e+03	1.18e+03	1.17e+03	1.16e+03	1.15e+03	1.15e+03	1.13e+03	1.13e+03	1.11e+03	1.09e+03	1.09e+03	1.09e+03	1.09e+03	1.08e+03	1.08e+03	1.07e+03	1.07e+03	1.06e+03	1.04e+03	1.04e+03	1.03e+03	1.01e+03	1.02e+03	1.01e+03	1.00e+03	994	976	963	937	960	954	953	948	935	922	918	861	819	753	642	539	478	468	381	383	376	359	251	244	230	225	211	203	203	198	196	196	200	194	192	191	192	191	191	184	190	188	187	187	186	186	183	182	182	180	178	178	178	176	175	170	170	167	167	165	164	163	163	163	163	162	161	161	160	160	160	159	159	159	157	156	156	155	155	151	153	149	146	145	147	142	142	142	142	141	141	140	143	138	138	138	138	137	137	137	137	137	137	136	136	136	136	134	134	134	133	133	133	133	132	132	132	131	123	130	129	127	113	90	85	1.72e+05	1.65e+03

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "eas_17",
  "datePublished": "2021-03-12",
  "description": "The dataset has N=2521 rows and 220 columns.\n0 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["id", "referrer_url", "heard_ea", "is_ea", "is_ea_comment", "sincere", "cause_import_animal_welfare", "cause_import_cause_prioritization", "cause_import_environmentalism", "cause_import_ai", "cause_import_non_ai_far_future", "cause_import_poverty", "cause_import_rationality", "cause_import_politics", "cause_import_meta", "movement_animal_rights", "movement_environmentalist", "movement_feminist", "movement_LGBTQ", "movement_rationalist", "movement_transhumanist", "movement_skeptic", "first_heard_EA", "first_heard_ea_comment", "first_heard_EA_which_book_blog", "involved_TLYCS", "involved_local_EA", "involved_lesswrong", "involved_givewell", "involved_online_ea", "involved_personal_contact", "involved_80K", "involved_GWWC", "involved_ea_global", "involved_book_blog", "involved_swiss", "involved_other", "which_year_EA", "member_ea_fb", "member_ea_forum", "member_gwwc", "member_lw", "member_tlycs", "member_local_group", "member_other", "would_attend_local_group", "attend_local_group_comment", "ea_donate", "ea_volunteer", "ea_career", "confident_future_ea_personal", "confident_future_ea_movement", "ea_volunteer_hours", "ea_paid_hours", "would_like_more_involvement", "ea_nps", "currency_donate_1", "currency_donate_2", "income_2015_household", "income_2015_individual", "donate_2015", "income_2016_household", "income_2016_individual", "donate_2016", "donate_lifetime", "donate_RC_2015", "donate_RC_2016", "donate_80K_2015", "donate_80K_2016", "donate_amf_2015", "donate_amf_2016", "donate_ace_2015", "donate_ace_2016", "donate_cfar_2015", "donate_cfar_2016", "donate_cea_2015", "donate_cea_2016", "donate_cs_2015", "donate_cs_2016", "donate_dtw_2015", "donate_dtw_2016", "donate_ef_2015", "donate_ef_2016", "donate_end_2015", "donate_end_2016", "donate_faunalytics_2015", "donate_faunalytics_2016", "donate_fri_2015", "donate_fri_2016", "donate_fhi_2015", "donate_fhi_2016", "donate_gd_2015", "donate_gd_2016", "donate_gw_2015", "donate_gw_2016", "donate_gf_2015", "donate_gf_2016", "donate_miri_2015", "donate_miri_2016", "donate_mc_2015", "donate_mc_2016", "donate_mfa_2015", "donate_mfa_2016", "donate_sci_2015", "donate_sci_2016", "donate_sightsavers_2015", "donate_sightsavers_2016", "donate_sp_2015", "donate_sp_2016", "donate_thl_2015", "donate_thl_2016", "donate_tlycs_2015", "donate_tlycs_2016", "plan_donate_how_much", "took_last_year", "student", "employment_status", "field", "education", "studied_cs", "studied_econ", "studied_engineering", "studied_maths", "studied_medicine", "studied_psych", "studied_phil", "studied_physics", "studied_humanities", "studied_social_science", "studied_other_science", "ea_career_type", "ea_career_comment", "birth_year", "gender", "country", "city", "politics", "religion", "veg", "race_white", "race_black", "race_hispanic", "race_asian", "referrer_self_report", "referrer_comment", "improve_survey_comment", "ea_opportunity_or_obligation", "topic_ea", "moral_philosophy", "metaethics", "act_now_or_later", "potential_ea_friends", "ea_social", "ea_welcoming", "ea_welcoming_comment", "insecurity", "insecurity_comment", "action_fundraiser", "action_legacy", "action_telling_friends", "action_ea_newsletter", "ea_org_comment", "ea_id", "currency", "donate_2015_c", "donate_2016_c", "donate_lifetime_c", "donate_RC_2015_c", "donate_RC_2016_c", "donate_80K_2015_c", "donate_80K_2016_c", "donate_amf_2015_c", "donate_amf_2016_c", "donate_ace_2015_c", "donate_ace_2016_c", "donate_cfar_2015_c", "donate_cfar_2016_c", "donate_cea_2015_c", "donate_cea_2016_c", "donate_cs_2015_c", "donate_cs_2016_c", "donate_dtw_2015_c", "donate_dtw_2016_c", "donate_ef_2015_c", "donate_ef_2016_c", "donate_end_2015_c", "donate_end_2016_c", "donate_faunalytics_2015_c", "donate_faunalytics_2016_c", "donate_fri_2015_c", "donate_fri_2016_c", "donate_fhi_2015_c", "donate_fhi_2016_c", "donate_gd_2015_c", "donate_gd_2016_c", "donate_gw_2015_c", "donate_gw_2016_c", "donate_gf_2015_c", "donate_gf_2016_c", "donate_miri_2015_c", "donate_miri_2016_c", "donate_mc_2015_c", "donate_mc_2016_c", "donate_mfa_2015_c", "donate_mfa_2016_c", "donate_sci_2015_c", "donate_sci_2016_c", "donate_sightsavers_2015_c", "donate_sightsavers_2016_c", "donate_sp_2015_c", "donate_sp_2016_c", "donate_thl_2015_c", "donate_thl_2016_c", "donate_tlycs_2015_c", "donate_tlycs_2016_c", "plan_donate_how_much_c", "income_2015_household_c", "income_2015_individual_c", "income_2016_household_c", "income_2016_individual_c"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "id",
      "@type": "propertyValue"
    },
    {
      "name": "referrer_url",
      "@type": "propertyValue"
    },
    {
      "name": "heard_ea",
      "@type": "propertyValue"
    },
    {
      "name": "is_ea",
      "@type": "propertyValue"
    },
    {
      "name": "is_ea_comment",
      "@type": "propertyValue"
    },
    {
      "name": "sincere",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_animal_welfare",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_cause_prioritization",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_environmentalism",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_ai",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_non_ai_far_future",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_politics",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_meta",
      "@type": "propertyValue"
    },
    {
      "name": "movement_animal_rights",
      "@type": "propertyValue"
    },
    {
      "name": "movement_environmentalist",
      "@type": "propertyValue"
    },
    {
      "name": "movement_feminist",
      "@type": "propertyValue"
    },
    {
      "name": "movement_LGBTQ",
      "@type": "propertyValue"
    },
    {
      "name": "movement_rationalist",
      "@type": "propertyValue"
    },
    {
      "name": "movement_transhumanist",
      "@type": "propertyValue"
    },
    {
      "name": "movement_skeptic",
      "@type": "propertyValue"
    },
    {
      "name": "first_heard_EA",
      "@type": "propertyValue"
    },
    {
      "name": "first_heard_ea_comment",
      "@type": "propertyValue"
    },
    {
      "name": "first_heard_EA_which_book_blog",
      "@type": "propertyValue"
    },
    {
      "name": "involved_TLYCS",
      "@type": "propertyValue"
    },
    {
      "name": "involved_local_EA",
      "@type": "propertyValue"
    },
    {
      "name": "involved_lesswrong",
      "@type": "propertyValue"
    },
    {
      "name": "involved_givewell",
      "@type": "propertyValue"
    },
    {
      "name": "involved_online_ea",
      "@type": "propertyValue"
    },
    {
      "name": "involved_personal_contact",
      "@type": "propertyValue"
    },
    {
      "name": "involved_80K",
      "@type": "propertyValue"
    },
    {
      "name": "involved_GWWC",
      "@type": "propertyValue"
    },
    {
      "name": "involved_ea_global",
      "@type": "propertyValue"
    },
    {
      "name": "involved_book_blog",
      "@type": "propertyValue"
    },
    {
      "name": "involved_swiss",
      "@type": "propertyValue"
    },
    {
      "name": "involved_other",
      "@type": "propertyValue"
    },
    {
      "name": "which_year_EA",
      "@type": "propertyValue"
    },
    {
      "name": "member_ea_fb",
      "@type": "propertyValue"
    },
    {
      "name": "member_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "member_gwwc",
      "@type": "propertyValue"
    },
    {
      "name": "member_lw",
      "@type": "propertyValue"
    },
    {
      "name": "member_tlycs",
      "@type": "propertyValue"
    },
    {
      "name": "member_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "member_other",
      "@type": "propertyValue"
    },
    {
      "name": "would_attend_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "attend_local_group_comment",
      "@type": "propertyValue"
    },
    {
      "name": "ea_donate",
      "@type": "propertyValue"
    },
    {
      "name": "ea_volunteer",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career",
      "@type": "propertyValue"
    },
    {
      "name": "confident_future_ea_personal",
      "@type": "propertyValue"
    },
    {
      "name": "confident_future_ea_movement",
      "@type": "propertyValue"
    },
    {
      "name": "ea_volunteer_hours",
      "@type": "propertyValue"
    },
    {
      "name": "ea_paid_hours",
      "@type": "propertyValue"
    },
    {
      "name": "would_like_more_involvement",
      "@type": "propertyValue"
    },
    {
      "name": "ea_nps",
      "@type": "propertyValue"
    },
    {
      "name": "currency_donate_1",
      "@type": "propertyValue"
    },
    {
      "name": "currency_donate_2",
      "@type": "propertyValue"
    },
    {
      "name": "income_2015_household",
      "@type": "propertyValue"
    },
    {
      "name": "income_2015_individual",
      "@type": "propertyValue"
    },
    {
      "name": "donate_2015",
      "@type": "propertyValue"
    },
    {
      "name": "income_2016_household",
      "@type": "propertyValue"
    },
    {
      "name": "income_2016_individual",
      "@type": "propertyValue"
    },
    {
      "name": "donate_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_lifetime",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cs_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cs_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ef_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ef_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_end_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_end_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_faunalytics_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_faunalytics_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fri_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fri_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fhi_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fhi_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mc_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mc_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sightsavers_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sightsavers_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sp_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sp_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2016",
      "@type": "propertyValue"
    },
    {
      "name": "donate_tlycs_2015",
      "@type": "propertyValue"
    },
    {
      "name": "donate_tlycs_2016",
      "@type": "propertyValue"
    },
    {
      "name": "plan_donate_how_much",
      "@type": "propertyValue"
    },
    {
      "name": "took_last_year",
      "@type": "propertyValue"
    },
    {
      "name": "student",
      "@type": "propertyValue"
    },
    {
      "name": "employment_status",
      "@type": "propertyValue"
    },
    {
      "name": "field",
      "@type": "propertyValue"
    },
    {
      "name": "education",
      "@type": "propertyValue"
    },
    {
      "name": "studied_cs",
      "@type": "propertyValue"
    },
    {
      "name": "studied_econ",
      "@type": "propertyValue"
    },
    {
      "name": "studied_engineering",
      "@type": "propertyValue"
    },
    {
      "name": "studied_maths",
      "@type": "propertyValue"
    },
    {
      "name": "studied_medicine",
      "@type": "propertyValue"
    },
    {
      "name": "studied_psych",
      "@type": "propertyValue"
    },
    {
      "name": "studied_phil",
      "@type": "propertyValue"
    },
    {
      "name": "studied_physics",
      "@type": "propertyValue"
    },
    {
      "name": "studied_humanities",
      "@type": "propertyValue"
    },
    {
      "name": "studied_social_science",
      "@type": "propertyValue"
    },
    {
      "name": "studied_other_science",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_type",
      "@type": "propertyValue"
    },
    {
      "name": "ea_career_comment",
      "@type": "propertyValue"
    },
    {
      "name": "birth_year",
      "@type": "propertyValue"
    },
    {
      "name": "gender",
      "@type": "propertyValue"
    },
    {
      "name": "country",
      "@type": "propertyValue"
    },
    {
      "name": "city",
      "@type": "propertyValue"
    },
    {
      "name": "politics",
      "@type": "propertyValue"
    },
    {
      "name": "religion",
      "@type": "propertyValue"
    },
    {
      "name": "veg",
      "@type": "propertyValue"
    },
    {
      "name": "race_white",
      "@type": "propertyValue"
    },
    {
      "name": "race_black",
      "@type": "propertyValue"
    },
    {
      "name": "race_hispanic",
      "@type": "propertyValue"
    },
    {
      "name": "race_asian",
      "@type": "propertyValue"
    },
    {
      "name": "referrer_self_report",
      "@type": "propertyValue"
    },
    {
      "name": "referrer_comment",
      "@type": "propertyValue"
    },
    {
      "name": "improve_survey_comment",
      "@type": "propertyValue"
    },
    {
      "name": "ea_opportunity_or_obligation",
      "@type": "propertyValue"
    },
    {
      "name": "topic_ea",
      "@type": "propertyValue"
    },
    {
      "name": "moral_philosophy",
      "@type": "propertyValue"
    },
    {
      "name": "metaethics",
      "@type": "propertyValue"
    },
    {
      "name": "act_now_or_later",
      "@type": "propertyValue"
    },
    {
      "name": "potential_ea_friends",
      "@type": "propertyValue"
    },
    {
      "name": "ea_social",
      "@type": "propertyValue"
    },
    {
      "name": "ea_welcoming",
      "@type": "propertyValue"
    },
    {
      "name": "ea_welcoming_comment",
      "@type": "propertyValue"
    },
    {
      "name": "insecurity",
      "@type": "propertyValue"
    },
    {
      "name": "insecurity_comment",
      "@type": "propertyValue"
    },
    {
      "name": "action_fundraiser",
      "@type": "propertyValue"
    },
    {
      "name": "action_legacy",
      "@type": "propertyValue"
    },
    {
      "name": "action_telling_friends",
      "@type": "propertyValue"
    },
    {
      "name": "action_ea_newsletter",
      "@type": "propertyValue"
    },
    {
      "name": "ea_org_comment",
      "@type": "propertyValue"
    },
    {
      "name": "ea_id",
      "@type": "propertyValue"
    },
    {
      "name": "currency",
      "@type": "propertyValue"
    },
    {
      "name": "donate_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_lifetime_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cs_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cs_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ef_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ef_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_end_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_end_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_faunalytics_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_faunalytics_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fri_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fri_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fhi_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_fhi_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mc_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mc_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sightsavers_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sightsavers_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sp_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sp_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_tlycs_2015_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_tlycs_2016_c",
      "@type": "propertyValue"
    },
    {
      "name": "plan_donate_how_much_c",
      "@type": "propertyValue"
    },
    {
      "name": "income_2015_household_c",
      "@type": "propertyValue"
    },
    {
      "name": "income_2015_individual_c",
      "@type": "propertyValue"
    },
    {
      "name": "income_2016_household_c",
      "@type": "propertyValue"
    },
    {
      "name": "income_2016_individual_c",
      "@type": "propertyValue"
    }
  ]
}`